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机器学习工程经理(安全)

机器翻译
查看雇主原标题Engineering Manager, Machine Learning (Safety)

Discord · San Francisco Bay Area · $272k – $306k

职位信息来自雇主公开的招聘页面。申请前请务必在雇主官网核实详情。

为什么值得关注?

发现指数 59/100,仅依据与该职位一起存储的证据计算。

59/100 发现指数
  • 新的雇主官方职位
  • 已披露薪资

分数构成

  • 时效性 (随职位发布时间变化)+18
  • 雇主官方来源+15
  • 已披露薪资+15
  • 稀有职位+3
  • 公司来源健康度+8

该职位未包含:远程职位、提及签证担保、提及搬迁、未出现在监控的职位板上。

这些理由来自雇主自己的职位描述与我们核实过的来源检查结果。除了已存储的信号之外,我们不做任何推测。

职位描述

机器翻译

Discord 拥有一个高度活跃的社区,每天有数百万活跃用户出于各种不同原因使用该平台,但几乎每个人都会做一件事:玩电子游戏。Discord 在游戏的未来中扮演着独特而重要的角色,我们专注于让人们更轻松、更有趣地在游戏前、游戏中和游戏后一起消磨时光。

Discord 的安全机器学习团队构建保护 2 亿多用户的机器学习系统。该团队的使命是让 Discord 成为一个人们可以建立真正友谊而不受伤害的地方,其规模之大,仅靠人工审核永远无法跟上。

我们正在寻找一位技术能力极强、亲力亲为、以使命为导向的工程经理来领导我们的安全机器学习团队。作为负责安全机器学习的经理,你将负责位于攻击者与我们的用户之间的检测系统;用于内容理解、账户完整性和平台滥用的实时和批量模型。

你将要做的事情

• 通过招聘、辅导和灌输主人翁意识与影响力,构建并领导一支由高度投入的机器学习工程师组成的卓越团队。

• 与你的团队以及 Trust & Safety、产品、政策、法律和数据科学领域的合作伙伴协作,推动安全机器学习的技术愿景和路线图。

• 负责生产安全模型的端到端生命周期:定义新能力、衡量性能,并监控每天做出数百万次执法决策的系统的运行健康状况。

• 管理流程并利用你的技术专长不断提高标准,确保你的团队交付非凡成果。

• 与 Trust & Safety 合作,改进标签质量、黄金数据集,并实现人工调查的自动化。

• 与其他工程经理合作,持续改进工程组织并维护我们的工作场所理念。

你应该具备

• 你有 5 年以上担任机器学习工程师、数据科学家或应用科学家的经验。

• 你有 3 年以上担任工程经理的经验,并成功管理过一支 5 名以上工程师的团队。

• 你在以下至少一个领域具备实操深度:滥用/欺诈检测、内容分类、行为建模、基于图的建模或基于 LLM 的分类系统。

• 你具备出色的沟通能力,并能够很好地跨职能协作。

• 你能在模糊不清的环境中茁壮成长,并为找出复杂问题的解决方案而兴奋,然后将其执行落地。

• 你是第一性原理思考者,能够与他人合作提出务实的解决方案。

• 你有将机器学习系统大规模交付到生产的可靠记录。

• 你热衷于辅导和领导其他工程师,但在需要时也能卷起袖子深入代码。

• 你跟进行业趋势,并不断发现可利用的新技术来解决技术问题

该全职职位在美国的基本薪资范围为 $272,000 至 $306,000 + 股权 + 福利。我们的薪资范围由职位和级别决定。在该范围内,个人薪酬由其他因素决定,包括与工作相关的技能、经验和相关教育或培训。请注意,美国职位发布中列出的薪酬细节仅反映基本薪资,不包括股权或福利。

为什么选择 Discord?

Discord 在游戏的未来中扮演着独特而重要的角色。我们是一个多平台、多代际和多玩家的平台,帮助人们围绕游戏和共同兴趣加深友谊,并帮助开发者构建和发展他们的业务。我们相信游戏为我们提供了一种与我们最喜欢的人一起享受乐趣的方式,无论是一起听音乐,还是在竞技比赛中努力冲击钻石段位。加入我们的使命!你的未来只需点击一下!

Discord 致力于包容性,并在面试过程中提供合理便利。我们希望你能为成功做好准备,因此如果你需要合理便利,请告知你的招聘人员。

请点击此处查看我们的申请人和候选人隐私政策,了解有关 Discord 在申请和招聘过程中收集和使用个人信息的详细信息。

以上内容由机器翻译自动生成,可能存在错误;投递前请以雇主原文为准。

查看雇主原文

职位描述

Discord has a highly engaged community of millions of daily active users who use the platform for many different reasons, but there’s one thing that nearly everyone does: play video games. Discord plays a uniquely important role in the future of gaming, and we are focused on making it easier and more fun for people to hang out before, during, and after playing games.

Discord's Safety ML team builds the machine learning systems that protect 200M+ users. The team's mission is to make Discord a place where people can build genuine friendships without exposure to harm, at a scale where manual review alone can never keep up.

We're looking for a highly technical, hands-on, and mission-driven Engineering Manager to lead our Safety ML team. As the manager responsible for Safety ML, you will own the detection systems that sit between attackers and our users; real-time and batch models for content understanding, account integrity, and platform abuse.

What You'll Be Doing

• Build and lead an exceptional team of highly-engaged ML engineers by hiring, coaching, and instilling a sense of ownership and impact.

• Drive the technical vision and roadmap for Safety ML by collaborating with your team and partners across Trust & Safety, Product, Policy, Legal, and Data Science.

• Own the end-to-end lifecycle of production safety models: defining new capabilities, measuring performance, and monitoring the operational health of systems that make millions of enforcement decisions per day.

• Manage processes and leverage your technical expertise to continually raise the bar and ensure your team delivers extraordinary results.

• Partner with Trust & Safety on label quality, golden sets, and automating manual investigations.

• Work with other Engineering Managers to continuously improve the Engineering organization and uphold our workplace philosophy .

What you should have

• You have 5+ years of experience as a Machine Learning Engineer, Data Scientist, or Applied Scientist.

• You have 3+ years of experience as an Engineering Manager and successfully managed a team of 5+ engineers.

• You have hands-on depth in at least one of: abuse/fraud detection, content classification, behavioral modeling, graph-based modeling, or LLM-based classification systems.

• You have strong communication skills and the ability to work well cross-functionally.

• You thrive in ambiguous environments and get excited about figuring out solutions to complex problems, and then executing on them.

• You are a first principles thinker that can work with others to come up with pragmatic solutions.

• You have a proven record of shipping ML systems to production at scale.

• You are passionate about coaching and leading other engineers, but can roll up your sleeves and get elbow deep in code when needed.

• You keep up with the industry trends and continuously identify new technologies to leverage to solve technical problems

The US base salary range for this full-time position is $272,000 to $306,000 + equity + benefits. Our salary ranges are determined by role and level. Within the range, individual pay is determined by additional factors, including job-related skills, experience, and relevant education or training. Please note that the compensation details listed in US role postings reflect the base salary only, and do not include equity, or benefits. Why Discord?

Discord plays a uniquely important role in the future of gaming. We're a multiplatform, multigenerational and multiplayer platform that helps people deepen their friendships around games and shared interests, and helps developers build and grow their businesses. We believe games give us a way to have fun with our favorite people, whether listening to music together or grinding in competitive matches for diamond rank. Join us in our mission! Your future is just a click away!

Discord is committed to inclusion and providing reasonable accommodations during the interview process. We want you to feel set up for success, so if you are in need of reasonable accommodations, please let your recruiter know.

Please see our Applicant and Candidate Privacy Policy for details regarding Discord’s collection and usage of personal information relating to the application and recruitment process by clicking HERE.

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